Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

feat: Add mixedbread ai support #122

Merged
merged 3 commits into from
Jan 28, 2024
Merged

feat: Add mixedbread ai support #122

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
4f5a75e
feat: add mixedbread ai support
juliuslipp Jan 28, 2024
9ba8d0c
Update embedding_service.hpp
richard-epsilla Jan 28, 2024
43e5bdb
Update embedding_service.hpp
richard-epsilla Jan 28, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
12 changes: 12 additions & 0 deletions engine/server/web_server/web_controller.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -98,6 +98,10 @@ class WebController : public oatpp::web::server::api::ApiController {
if (headerValue != nullptr) {
headers[VOYAGEAI_KEY_HEADER] = headerValue->c_str();
}
headerValue = request->getHeader(MIXEDBREADAI_KEY_HEADER);
if (headerValue != nullptr) {
headers[MIXEDBREADAI_KEY_HEADER] = headerValue->c_str();
}

std::string db_path = parsedBody.GetString("path");
std::string db_name = parsedBody.GetString("name");
Expand Down Expand Up @@ -408,6 +412,10 @@ class WebController : public oatpp::web::server::api::ApiController {
if (headerValue != nullptr) {
headers[VOYAGEAI_KEY_HEADER] = headerValue->c_str();
}
headerValue = request->getHeader(MIXEDBREADAI_KEY_HEADER);
if (headerValue != nullptr) {
headers[MIXEDBREADAI_KEY_HEADER] = headerValue->c_str();
}

auto data = parsedBody.GetArray("data");
vectordb::Status insert_status = db_server->Insert(db_name, table_name, data, headers, upsert);
Expand Down Expand Up @@ -638,6 +646,10 @@ class WebController : public oatpp::web::server::api::ApiController {
if (headerValue != nullptr) {
headers[VOYAGEAI_KEY_HEADER] = headerValue->c_str();
}
headerValue = request->getHeader(MIXEDBREADAI_KEY_HEADER);
if (headerValue != nullptr) {
headers[MIXEDBREADAI_KEY_HEADER] = headerValue->c_str();
}

vectordb::Json result;
vectordb::Status search_status;
Expand Down
16 changes: 14 additions & 2 deletions engine/services/embedding_service.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,7 @@ Status EmbeddingService::denseEmbedDocuments(
std::string openai_key = "";
std::string jinaai_key = "";
std::string voyageai_key = "";
std::string mixedbreadai_key = "";
// Inject 3rd party service key based on their model name.
if (server::CommonUtil::StartsWith(model_name, "openai/")) {
if (headers.find(OPENAI_KEY_HEADER) == headers.end()) {
Expand All @@ -77,6 +78,11 @@ Status EmbeddingService::denseEmbedDocuments(
return Status(INVALID_PAYLOAD, "Missing VoyageAI API key.");
}
voyageai_key = headers[VOYAGEAI_KEY_HEADER];
} else if (server::CommonUtil::StartsWith(model_name, "mixedbreadai/")) {
if (headers.find(MIXEDBREADAI_KEY_HEADER) == headers.end()) {
return Status(INVALID_PAYLOAD, "Missing mixedbread ai API key.");
}
mixedbreadai_key = headers[MIXEDBREADAI_KEY_HEADER];
}

// Constructing documents list from attr_column_container
Expand All @@ -85,7 +91,7 @@ Status EmbeddingService::denseEmbedDocuments(
// Assuming attr_column_container[idx] returns a string or can be converted to string
requestBody->documents->push_back(oatpp::String(std::get<std::string>(attr_column_container[idx]).c_str()));
}
auto response = m_client->denseEmbedDocuments("/v1/embeddings", openai_key, jinaai_key, voyageai_key, requestBody);
auto response = m_client->denseEmbedDocuments("/v1/embeddings", openai_key, jinaai_key, voyageai_key, mixedbreadai_key, requestBody);
auto responseBody = response->readBodyToString();
// std::cout << "Embedding response: " << responseBody->c_str() << std::endl;
vectordb::Json json;
Expand Down Expand Up @@ -136,6 +142,7 @@ Status EmbeddingService::denseEmbedQuery(
std::string openai_key = "";
std::string jinaai_key = "";
std::string voyageai_key = "";
std::string mixedbreadai_key = "";
// Inject 3rd party service key based on their model name.
if (server::CommonUtil::StartsWith(model_name, "openai/")) {
if (headers.find(OPENAI_KEY_HEADER) == headers.end()) {
Expand All @@ -152,9 +159,14 @@ Status EmbeddingService::denseEmbedQuery(
return Status(INVALID_PAYLOAD, "Missing VoyageAI API key.");
}
voyageai_key = headers[VOYAGEAI_KEY_HEADER];
} else if (server::CommonUtil::StartsWith(model_name, "mixedbreadai/")) {
if (headers.find(MIXEDBREADAI_KEY_HEADER) == headers.end()) {
return Status(INVALID_PAYLOAD, "Missing mixedbread ai API key.");
}
mixedbreadai_key = headers[MIXEDBREADAI_KEY_HEADER];
}

auto response = m_client->denseEmbedDocuments("/v1/embeddings", openai_key, jinaai_key, voyageai_key, requestBody);
auto response = m_client->denseEmbedDocuments("/v1/embeddings", openai_key, jinaai_key, voyageai_key, mixedbreadai_key, requestBody);
auto responseBody = response->readBodyToString();
// std::cout << "Embedding response: " << responseBody->c_str() << std::endl;
vectordb::Json json;
Expand Down
4 changes: 2 additions & 2 deletions engine/services/embedding_service.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -44,7 +44,7 @@ class MyApiClient : public oatpp::web::client::ApiClient {
API_CLIENT_INIT(MyApiClient)

API_CALL("GET", "{path}", getEmbeddings, PATH(String, path))
API_CALL("POST", "{path}", denseEmbedDocuments, PATH(String, path), HEADER(String, openaiHeader, OPENAI_KEY_HEADER), HEADER(String, jinaaiHeader, JINAAI_KEY_HEADER), HEADER(String, voyageaiHeader, VOYAGEAI_KEY_HEADER), BODY_DTO(Object<EmbeddingRequestBody>, body))
API_CALL("POST", "{path}", denseEmbedDocuments, PATH(String, path), HEADER(String, openaiHeader, OPENAI_KEY_HEADER), HEADER(String, jinaaiHeader, JINAAI_KEY_HEADER), HEADER(String, voyageaiHeader, VOYAGEAI_KEY_HEADER), HEADER(String, mixedbreadaiHeader, MIXEDBREADAI_KEY_HEADER), BODY_DTO(Object<EmbeddingRequestBody>, body))


#include OATPP_CODEGEN_END(ApiClient) //<- End codegen
Expand Down Expand Up @@ -85,4 +85,4 @@ class EmbeddingService {
};

} // namespace engine
} // namespace vectordb
} // namespace vectordb
1 change: 1 addition & 0 deletions engine/utils/constants.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -4,4 +4,5 @@ namespace vectordb {
constexpr const char* OPENAI_KEY_HEADER = "X-OpenAI-API-Key";
constexpr const char* JINAAI_KEY_HEADER = "X-JinaAI-API-Key";
constexpr const char* VOYAGEAI_KEY_HEADER = "X-VoyageAI-API-Key";
constexpr const char* MIXEDBREADAI_KEY_HEADER = "X-MixedbreadAI-API-Key";
} // namespace vectordb